Gruppi di ricerca attuali : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
Gruppi precedenti : | ACASA AnimatLab MALIRE MLIA Phare REGAL SALSA SPI SPIRAL Whisper |
Argomenti di ricerca precedenti : | ANP APA ASIM CALFOR OASIS RP SPI SRC SYSDEF |
- SCIALOM Thomas : “Natural Language Generation with Reinforcement Learning”, relatore Patrick GALLINARI, difesa 07/06/2022.
- SIMON Etienne : “Deep Learning for Natural Language Understanding”, relatore Vincent GUIGUE, difesa 07/05/2022.
- GRARI Vincent : “Fair machine learning”, relatore Marcin DETYNIECKI, difesa 06/22/2022.
- FRANCESCHI Jean-Yves : “Representation Learning and Deep Generative Modeling in Dynamical Systems”, relatore Patrick GALLINARI, difesa 02/14/2022.
- GAINON DE FORSAN DE GABRIAC Clara : “Deep Natural Language Processing for User Representation”, relatore Patrick GALLINARI, difesa 12/13/2021.
- DE BEZENAC Emmanuel : “Modeling Physical Processes with Deep Learning: A Dynamical Systems Approach”, relatore Patrick GALLINARI, difesa 10/21/2021.
- LAMRAYAH Mehdi : “Modèles de réseaux de neurones profonds interprétables pour la classification de séries temporelles univariées et multivariées”, relatore Patrick GALLINARI, difesa 09/02/2021.
- VENIAT Tom : “Neural Architecture Search under Budget Constraints”, relatore Ludovic DENOYER, difesa 07/01/2021.
- CRIBIER-DELANDE Perrine : “Contexts and user modelling through disentangled representations learning”, relatore Ludovic DENOYER, difesa 04/02/2021.
- BORDES Patrick : “Deep Multimodal Learning for Joint Textual and Visual Reasoning”, relatore Patrick GALLINARI, difesa 11/26/2020.
- GÉRALD Thomas : “Representation Learning for large scale classification”, relatore Patrick GALLINARI, difesa 11/17/2020.
- MAZARI Ahmed : “Graph Convolutional Neural Networks and Multiple Kernel Learning for Action Recognition in Videos”, relatore Hichem SAHBI, difesa 09/22/2020.
- CHEN Yifu : “Deep learning for visual semantic segmentation”, relatore Matthieu CORD, difesa 09/09/2020.
- CADENE Rémi : “Deep multimodal learning for vision and language processing”, relatore Matthieu CORD, difesa 07/08/2020.
- BROOKS Daniel : “Deep Learning and Information Geometry for Time-Series Classification”, relatore Matthieu CORD, difesa 07/03/2020.
- CHEN Mickael : “Learning with Weak Supervision Using Deep Generative Networks”, relatore Ludovic DENOYER, difesa 07/02/2020.
- DELASALLES Edouard : “Inferring and Predicting Dynamic Representations for Structured Temporal Data”, relatore Ludovic DENOYER, difesa 06/30/2020.
- ENGILBERGE Martin : “Deep multimodal embeddings and grounding”, relatore Matthieu CORD, difesa 06/12/2020.
- PAJOT Arthur : “Incorporating Physical Knowledge Into Deep Neural Network”, relatore Patrick GALLINARI, difesa 12/19/2019.
- DIAS Charles-Emmanuel : “Expliciter le filtrage collaboratif par le traitement automatique des langues”, relatore Patrick GALLINARI, difesa 12/10/2019.
- LAMPLE Guillaume : “Unsupervised Machine Translation”, relatore Ludovic DENOYER, difesa 10/17/2019.
- ZABLOCKI Eloi : “Multimodal machine learning: complementarity of textual and visual contexts”, relatore Patrick GALLINARI, Benjamin PIWOWARSKI, Laure SOULIER, difesa 10/14/2019.
- MEHR Eloi : “Unsupervised Learning of 3D Shape Spaces for 3D Modeling”, relatore Matthieu CORD, difesa 10/10/2019.
- ROBERT Thomas : “Improving ConvNets Latent Representations for Visual Understanding”, relatore Matthieu CORD, difesa 10/03/2019.
- TONNELIER Emeric : “Apprentissage de représentations pour les traces de mobilité”, relatore Patrick GALLINARI, difesa 07/11/2019.
- BEN YOUNES Hedi : “Multi-modal representation learning towards visual reasoning”, relatore Matthieu CORD, difesa 05/20/2019.
- LÉON Aurélia : “Budgeted sequential learning for extreme classification and for the discovery of hierarchy in reinforcement learning”, relatore Ludovic DENOYER, difesa 05/10/2019.
- CARVALHO Micael : “Deep Representation Spaces”, relatore Matthieu CORD, difesa 12/11/2018.
- BLOT Michaël : “Problématiques de modélisation et d'apprentissage par des architectures profondes en vision par ordinateur”, relatore Matthieu CORD, difesa 11/19/2018.
- ZHENG Wenjie : “A Distributed Frank–Wolfe Framework for Trace Norm Minimization via the Bulk Synchronous Parallel Model”, relatore Patrick GALLINARI, difesa 06/13/2018.
- DOS SANTOS Ludovic : “Representation Learning for Relational Data”, relatore Patrick GALLINARI, difesa 12/13/2017.
- GUARDIA SEBAOUN Elie : “Personnalized access to information : taking the user's dynamic into account”, relatore Patrick GALLINARI, difesa 11/27/2017.
- ZIAT Ali : “Apprentissage de représentation pour la prédiction et la classification de séries temporelles”, relatore Ludovic DENOYER, difesa 10/16/2017.
- WANG Xin : “Gaze-Based Weakly Supervised Localization for Image Classification: Application to Visual Recognition in a Food Dataset”, relatore Matthieu CORD, difesa 09/29/2017.
- DURAND Thibaut : “Weakly Supervised Learning for Visual Recognition”, relatore Matthieu CORD, difesa 09/20/2017.
- CONTARDO Gabriella : “Machine learning under budget constraints”, relatore Ludovic DENOYER, difesa 07/10/2017.
- GISSELBRECHT Thibault : “Bandit algorithms for real time data capture on social media”, relatore Patrick GALLINARI, difesa 03/24/2017.
- CHEVALIER Marion : “Détection et reconnaissance de cibles en imagerie optronique”, relatore Matthieu CORD, difesa 12/02/2016.
- BOURIGAULT Simon : “Apprentissage de la dynamique de propagation d'info dans les réseaux sociaux”, relatore Patrick GALLINARI, difesa 11/10/2016.
- PUGET Raphaël : “Etude de la classification dans un très grand nombre de catégories”, relatore Patrick GALLINARI, difesa 07/04/2016.
- GAUTHIER Luc-Aurélien : “Inference of signed links in social networks, by learning from user interactions”, relatore Patrick GALLINARI, difesa 12/02/2015.
- LE BARZ Cédric : “Visual autonomous navigation for small unmanned aerial vehicles”, relatore Matthieu CORD, difesa 06/30/2015.
- MAAG Maria : “Automatic Learning of Anonymization Functions for Graphs and Dynamic Graphs”, relatore Patrick GALLINARI, difesa 04/08/2015.
- POUSSEVIN Mickaël : “Representation Learning of User-generated Data”, relatore Patrick GALLINARI, difesa 01/21/2015.
- LAW Marc : “Distance metric learning for image and webpage comparison”, relatore Matthieu CORD, difesa 01/20/2015.
- RADENEN Mathieu : “Markovian Contextual Models”, relatore Thierry ARTIÈRES, difesa 09/30/2014.
- CISSE Mouhamadou Moustapha : “Efficient Extreme Classification”, relatore Thierry ARTIÈRES, difesa 07/25/2014.
- DULAC-ARNOLD Gabriel : “A General Sequential Model for Constrained Classification”, relatore Patrick GALLINARI, difesa 02/07/2014.
- RAFRAFI Abdelhalim : “Sentiment classification on the Web 2.0”, relatore Patrick GALLINARI, difesa 12/20/2013.
- VINEL Antoine : “Conditional Random Fields for sequence labeling”, relatore Thierry ARTIÈRES, difesa 12/02/2013.
- PRADEL Bruno : “Offline Evaluation of recommender systems”, relatore Patrick GALLINARI, difesa 10/02/2013.
- FAKERI TABRIZI Ali : “Semi-supervised Multi-view Learning: An Application to Image Annotation and Multi-lingual Document Classification”, relatore Patrick GALLINARI, difesa 09/30/2013.
- PITZALIS Denis : “3D and semantic web: new tools to document artifacts and to explore cultural heritage collections”, relatore Matthieu CORD, difesa 09/30/2013.
- JACOB Yann : “Classification in heterogeneous and multi-relational graphs: application to social networks”, relatore Patrick GALLINARI, difesa 09/20/2013.
- CALAUZENES Clément : “On the Consistency of Convex Surrogate Formulations for Ranking”, relatore Patrick GALLINARI, difesa 07/19/2013.
- GOH Hanlin : “Learning Deep Visual Representations”, relatore Matthieu CORD, difesa 07/12/2013.
- SOULLARD Yann : “Statistical learning for classification and detection of chart patterns”, relatore Thierry ARTIÈRES, difesa 07/09/2013.
- AVILA Sandra : “Extended Bag-of-Words Formalism for Image Classification”, relatore Matthieu CORD, difesa 06/14/2013.
- BUFFONI David : “Learning-to-Rank consistent surrogates for Information Retrieval tasks”, relatore Patrick GALLINARI, difesa 10/04/2012.